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<!DOCTYPE document PUBLIC "-//CNX//DTD CNXML 0.5 plus MathML//EN" "http://cnx.rice.edu/cnxml/0.5/DTD/cnxml_mathml.dtd">
<document xmlns="http://cnx.rice.edu/cnxml" xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="new25">
  <name>Input Quantization Noise Analysis</name>
  <metadata>
  <md:version>1.1</md:version>
  <md:created>2003/07/16 16:31:40 GMT-5</md:created>
  <md:revised>2004/12/29 16:41:59.868 US/Central</md:revised>
  <md:authorlist>
      <md:author id="dljones">
      <md:firstname>Douglas</md:firstname>
      <md:othername>L.</md:othername>
      <md:surname>Jones</md:surname>
      <md:email>dl-jones@uiuc.edu</md:email>
    </md:author>
  </md:authorlist>

  <md:maintainerlist>
    <md:maintainer id="dljones">
      <md:firstname>Douglas</md:firstname>
      <md:othername>L.</md:othername>
      <md:surname>Jones</md:surname>
      <md:email>dl-jones@uiuc.edu</md:email>
    </md:maintainer>
    <md:maintainer id="kclarks">
      <md:firstname>Kyle</md:firstname>
      
      <md:surname>Clarkson</md:surname>
      <md:email>kclarks@rice.edu</md:email>
    </md:maintainer>
  </md:maintainerlist>
  
  <md:keywordlist>
    <md:keyword>quantization noise</md:keyword>
    <md:keyword>Signal-to-noise ratio</md:keyword>
    <md:keyword>SNR</md:keyword>
  </md:keywordlist>

  <md:abstract>Analog-to-digital converters introduce quantization noise due to their finite wordlength. The signal-to-noise ratio (SNR) increases by 6 dB per bit.</md:abstract>
</metadata>

  <content>
    <para id="para1">
       All practical analog-to-digital converters (A/D) must quantize
    the input data. This can be modeled as an ideal sampler followed
    by a <m:math><m:ci>B</m:ci></m:math>-bit quantizer.
      
      <figure id="figure1">
	<media type="image/png" src="fig1InputQuant.png"/>
      </figure>
      
      The signal-to-noise ratio (SNR) of an A/D is
      <equation id="equation1">
	<m:math>
	  <m:apply>
	    <m:eq/>
	    <m:ci>SNR</m:ci>
	    <m:apply>
	      <m:times/>
	      <m:cn>10</m:cn>
	      <m:apply>
		<m:log/>
		<m:logbase>
		  <m:cn>10</m:cn>
		</m:logbase>
		<m:apply>
		  <m:divide/>
		  <m:ci>
		    <m:msub>
		      <m:mi>P</m:mi>
		      <m:mi>x</m:mi>
		    </m:msub>
		  </m:ci>
		  <m:ci>
		    <m:msub>
		      <m:mi>P</m:mi>
		      <m:mi>n</m:mi>
		    </m:msub>
		  </m:ci>
		</m:apply>
	      </m:apply>
	    </m:apply>
	    <m:apply>
	      <m:minus/>
	      <m:apply>
		<m:times/>
		<m:cn>10</m:cn>
		<m:apply>
		  <m:log/>
		  <m:logbase>
		    <m:cn>10</m:cn>
		  </m:logbase>
		  <m:ci>
		    <m:msub>
		      <m:mi>P</m:mi>
		      <m:mi>x</m:mi>
		    </m:msub>
		  </m:ci>
		</m:apply>
	      </m:apply>
	      <m:apply>
		<m:times/>
		<m:cn>10</m:cn>
		<m:apply>
		  <m:log/>
		  <m:logbase>
		    <m:cn>10</m:cn>
		  </m:logbase>
		  <m:apply>
		    <m:divide/>
		    <m:apply>
		      <m:power/>
		      <m:ci>
			<m:msub>
			  <m:mi>Δ</m:mi>
			  <m:mi>B</m:mi>
			</m:msub>
		      </m:ci>
		      <m:cn>2</m:cn>
		    </m:apply>
		    <m:cn>12</m:cn>
		  </m:apply>
		</m:apply>
	      </m:apply>
	    </m:apply>
	    <m:apply>
	      <m:plus/>
	      <m:apply>
		<m:times/>
		<m:cn>10</m:cn>
		<m:apply>
		  <m:log/>
		  <m:logbase>
		    <m:cn>10</m:cn>
		  </m:logbase>
		  <m:ci>
		    <m:msub>
		      <m:mi>P</m:mi>
		      <m:mi>x</m:mi>
		    </m:msub>
		  </m:ci>
		</m:apply>
	      </m:apply>
	      <m:cn>4.77</m:cn>
	      <m:apply>
		<m:times/>
		<m:cn>6.02</m:cn>
		<m:ci>B</m:ci>
	      </m:apply>
	    </m:apply>
	  </m:apply>
	</m:math>
      </equation>
      where 
      <m:math>
	<m:ci>
	  <m:msub>
	    <m:mi>P</m:mi>
	    <m:mi>x</m:mi>
	  </m:msub>
	</m:ci>
      </m:math> is the power in the signal and
      <m:math>
	<m:ci>
	  <m:msub>
	    <m:mi>P</m:mi>
	    <m:mi>n</m:mi>
	  </m:msub>
	</m:ci>
      </m:math> is the power of the quantization noise, which equals its 
      variance if it has a zero mean. The SNR increases by 6dB with
      each additional bit.
    </para>
  </content>
  
</document>
